Systems and methods for identifying influential training data points

• Main Authors: Brunet, Marc-Etienne, Barshan, Elnaz
• Format: Patent
• Language: English
• Published: 28.02.2023
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

There is disclosed a method and system for identifying relevant training data points for a prediction by a machine learning algorithm (MLA). The method comprises determining indicators of influence for training data points used to train the MLA. A normalizing function is applied to the indicators of...